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利用生物信息学分析鉴定与帕金森病相关的肠道代谢物

Identification of gut metabolites associated with Parkinson's disease using bioinformatic analyses.

作者信息

Yan Jun, Feng Xia, Zhou Xia, Zhao Mengjie, Xiao Hong, Li Rui, Shen Hong

机构信息

Department of Geriatric, Nanjing Medical University Affiliated Brain Hospital, Nanjing, China.

Department of Pharmacy, Nanjing Medical University Affiliated Brain Hospital, Nanjing, China.

出版信息

Front Aging Neurosci. 2022 Jul 26;14:927625. doi: 10.3389/fnagi.2022.927625. eCollection 2022.

Abstract

BACKGROUND

Parkinson's disease (PD) is a common neurodegenerative disease affecting the movement of elderly patients. Environmental exposures are the risk factors for PD; however, gut environmental risk factors for PD are critically understudied. The proof-of-concept study is to identify gut metabolites in feces, as environmental exposure risk factors, that are associated with PD and potentially increase the risk for PD by using leverage of known toxicology results.

MATERIALS AND METHODS

We collected the data regarding the gut metabolites whose levels were significantly changed in the feces of patients with PD from the original clinical studies after searching the following databases: EBM Reviews, PubMed, Embase, MEDLINE, and Elsevier ClinicalKey. We further searched each candidate metabolite-interacting PD gene set by using the public Comparative Toxicogenomics Database (CTD), identified and validated gut metabolites associated with PD, and determined gut metabolites affecting specific biological functions and cellular pathways involved in PD by using PANTHER tools.

RESULTS

Sixteen metabolites were identified and divided into the following main categories according to their structures and biological functions: alcohols (ethanol), amino acids (leucine, phenylalanine, pyroglutamic acid, glutamate, and tyrosine), short-chain fatty acids (propionate and butyrate), unsaturated fatty acids (linoleic acid and oleic acid), energy metabolism (lactate, pyruvate, and fumarate), vitamins (nicotinic acid and pantothenic acid), and choline metabolism (choline). Finally, a total of three identified metabolites, including butyrate, tyrosine, and phenylalanine, were validated that were associated with PD.

CONCLUSION

Our findings identified the gut metabolites that were highly enriched for PD genes and potentially increase the risk of developing PD. The identification of gut metabolite exposures can provide biomarkers for disease identification, facilitate an understanding of the relationship between gut metabolite exposures and response, and present an opportunity for PD prevention and therapies.

摘要

背景

帕金森病(PD)是一种影响老年患者运动的常见神经退行性疾病。环境暴露是PD的风险因素;然而,PD的肠道环境风险因素仍未得到充分研究。本概念验证研究旨在通过利用已知的毒理学结果,确定粪便中的肠道代谢物作为环境暴露风险因素,这些因素与PD相关并可能增加PD风险。

材料与方法

我们在搜索以下数据库后,从原始临床研究中收集了关于PD患者粪便中水平显著变化的肠道代谢物的数据:循证医学评价(EBM Reviews)、PubMed、Embase、医学文献数据库(MEDLINE)和爱思唯尔临床关键数据库(Elsevier ClinicalKey)。我们进一步使用公共比较毒理基因组学数据库(CTD)搜索每个候选代谢物相互作用的PD基因集,鉴定并验证与PD相关的肠道代谢物,并使用PANTHER工具确定影响PD中特定生物学功能和细胞途径的肠道代谢物。

结果

鉴定出16种代谢物,并根据其结构和生物学功能分为以下主要类别:醇类(乙醇)、氨基酸(亮氨酸、苯丙氨酸、焦谷氨酸、谷氨酸和酪氨酸)、短链脂肪酸(丙酸和丁酸)、不饱和脂肪酸(亚油酸和油酸)、能量代谢(乳酸、丙酮酸和富马酸)、维生素(烟酸和泛酸)以及胆碱代谢(胆碱)。最后,总共三种已鉴定的代谢物,包括丁酸、酪氨酸和苯丙氨酸,被验证与PD相关。

结论

我们的研究结果确定了肠道代谢物,这些代谢物在PD基因中高度富集,并可能增加患PD的风险。肠道代谢物暴露的鉴定可为疾病识别提供生物标志物,有助于理解肠道代谢物暴露与反应之间的关系,并为PD的预防和治疗提供机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16a1/9360421/011e75c4ffd2/fnagi-14-927625-g001.jpg

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